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Sep 9th, 2019
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  1.  
  2. [2019-09-09 19:04:09,668]   Function: sphere_function
  3. [2019-09-09 19:04:09,668]   Dimension: 8
  4. [2019-09-09 19:04:09,668]   Bound (0 +- val): 5.12
  5. [2019-09-09 19:04:09,668]   Mutaion func: geometric_shift
  6. [2019-09-09 19:04:09,668]   Crossing func: fuzzy
  7. [2019-09-09 19:04:09,669]   Selection func: outbreeding
  8. [2019-09-09 19:04:09,669]   Pick func: tourney
  9.  
  10. [2019-09-09 19:05:20,856]   Min f* = 2.5495574827674063e-07
  11. [2019-09-09 19:05:20,856]   Min vec x: [-1.03605229e-04  2.92128267e-04  1.57827545e-04 -4.78215326e-05
  12.  -2.06098274e-04  1.85667052e-04 -2.29691294e-04 -4.44916197e-05]
  13. [2019-09-09 19:05:20,856]   Dispersion best x by x = 3.186946853459258e-08
  14. [2019-09-09 19:05:20,856]   Mean dispersion x by x = 4.939101260157517e-07
  15. [2019-09-09 19:05:20,857]   Mean f* = 3.951281008126013e-06
  16. [2019-09-09 19:05:20,857]   Mean t = 268.79
  17. [2019-09-09 19:05:20,857]   All t = 26879
  18. [2019-09-09 19:05:20,857]   RMS f* = 9.035808496349695e-06
  19. [2019-09-09 19:05:20,857]   RMS t = 15.249455727992393
  20.  
  21. [2019-09-09 19:05:36,610]   Function: sphere_function
  22. [2019-09-09 19:05:36,610]   Dimension: 16
  23. [2019-09-09 19:05:36,610]   Bound (0 +- val): 5.12
  24. [2019-09-09 19:05:36,611]   Mutaion func: geometric_shift
  25. [2019-09-09 19:05:36,611]   Crossing func: fuzzy
  26. [2019-09-09 19:05:36,611]   Selection func: outbreeding
  27. [2019-09-09 19:05:36,611]   Pick func: tourney
  28.  
  29. [2019-09-09 19:07:49,360]   Min f* = 2.260352471226163e-06
  30. [2019-09-09 19:07:49,361]   Min vec x: [-1.59390362e-04 -4.51251983e-04  1.45428018e-04  5.83383896e-05
  31.  -5.69919547e-04  3.42738601e-04 -6.91551181e-04  5.89146045e-04
  32.   1.28330766e-04 -4.54247099e-04 -2.56279898e-04 -7.43933467e-05
  33.  -4.56143926e-04  3.26249816e-04  3.45970843e-04  1.04532301e-04]
  34. [2019-09-09 19:07:49,361]   Dispersion best x by x = 1.4127202945163518e-07
  35. [2019-09-09 19:07:49,361]   Mean dispersion x by x = 1.0462217511967137e-06
  36. [2019-09-09 19:07:49,361]   Mean f* = 1.673954801914742e-05
  37. [2019-09-09 19:07:49,361]   Mean t = 329.63
  38. [2019-09-09 19:07:49,361]   All t = 32963
  39. [2019-09-09 19:07:49,361]   RMS f* = 2.8621972057719598e-05
  40. [2019-09-09 19:07:49,361]   RMS t = 15.657365678810725
  41.  
  42. [2019-09-09 20:23:38,662]   Function: rozenbrock_function
  43. [2019-09-09 20:23:38,663]   Dimension: 8
  44. [2019-09-09 20:23:38,663]   Bound (0 +- val): 5.12
  45. [2019-09-09 20:23:38,663]   Mutaion func: geometric_shift
  46. [2019-09-09 20:23:38,663]   Crossing func: fuzzy
  47. [2019-09-09 20:23:38,663]   Selection func: outbreeding
  48. [2019-09-09 20:23:38,663]   Pick func: tourney
  49.  
  50. [2019-09-09 20:31:36,879]   Min f* = 0.003547767152955705
  51. [2019-09-09 20:31:36,882]   Min vec x: [1.0004034  0.9999245  1.00030172 0.9988004  0.9991212  0.99918945
  52.  0.99584618 0.99059605]
  53. [2019-09-09 20:31:36,883]   Dispersion best x by x = 1.3602039770669698e-05
  54. [2019-09-09 20:31:36,884]   Mean dispersion x by x = 0.46076664575745846
  55. [2019-09-09 20:31:36,884]   Mean f* = 254.7909907881337
  56. [2019-09-09 20:31:36,884]   Mean t = 963.52
  57. [2019-09-09 20:31:36,885]   All t = 96352
  58. [2019-09-09 20:31:36,886]   RMS f* = 1136.069243655288
  59. [2019-09-09 20:31:36,887]   RMS t = 113.34385558997012
  60.  
  61. [2019-09-09 20:34:09,203]   Function: rozenbrock_function
  62. [2019-09-09 20:34:09,204]   Dimension: 16
  63. [2019-09-09 20:34:09,204]   Bound (0 +- val): 5.12
  64. [2019-09-09 20:34:09,204]   Mutaion func: geometric_shift
  65. [2019-09-09 20:34:09,204]   Crossing func: fuzzy
  66. [2019-09-09 20:34:09,204]   Selection func: outbreeding
  67. [2019-09-09 20:34:09,204]   Pick func: tourney
  68.  
  69. [2019-09-09 20:47:13,377]   Min f* = 193.68169579301593
  70. [2019-09-09 20:47:13,378]   Min vec x: [0.97091967 0.95252751 0.95905023 0.97547626 0.98448103 0.98101252
  71.  0.94106906 0.85517449 0.62451206 0.06838267 0.77421319 0.91691567
  72.  0.97668522 0.99079768 0.95645221 0.93108558]
  73. [2019-09-09 20:47:13,379]   Dispersion best x by x = 0.0690303027459519
  74. [2019-09-09 20:47:13,379]   Mean dispersion x by x = 0.38320154685657853
  75. [2019-09-09 20:47:13,380]   Mean f* = 686.9088317220802
  76. [2019-09-09 20:47:13,380]   Mean t = 955.85
  77. [2019-09-09 20:47:13,381]   All t = 95585
  78. [2019-09-09 20:47:13,382]   RMS f* = 391.2008199992034
  79. [2019-09-09 20:47:13,382]   RMS t = 116.6724796170888
  80.  
  81. [2019-09-09 22:57:52,730]   Function: rastr_function
  82. [2019-09-09 22:57:52,732]   Dimension: 8
  83. [2019-09-09 22:57:52,733]   Bound (0 +- val): 5.12
  84. [2019-09-09 22:57:52,733]   Mutaion func: geometric_shift
  85. [2019-09-09 22:57:52,733]   Crossing func: fuzzy
  86. [2019-09-09 22:57:52,734]   Selection func: outbreeding
  87. [2019-09-09 22:57:52,734]   Pick func: tourney
  88.  
  89. [2019-09-09 23:01:14,885]   Min f* = 2.4295757885539615e-06
  90. [2019-09-09 23:01:14,885]   Min vec x: [-6.45591279e-05 -7.68841290e-05 -1.89008990e-05  3.06455254e-05
  91.  -3.27777427e-07  2.50834246e-05 -6.69183757e-07 -1.55292733e-05]
  92. [2019-09-09 23:01:14,885]   Dispersion best x by x = 1.5307917835457297e-09
  93. [2019-09-09 23:01:14,885]   Mean dispersion x by x = 1.82097976265577e-08
  94. [2019-09-09 23:01:14,885]   Mean f* = 2.8901432082957257e-05
  95. [2019-09-09 23:01:14,886]   Mean t = 505.18
  96. [2019-09-09 23:01:14,886]   All t = 50518
  97. [2019-09-09 23:01:14,886]   RMS f* = 1.7469666914864945e-05
  98. [2019-09-09 23:01:14,886]   RMS t = 33.15279173765009
  99.  
  100. [2019-09-09 23:02:21,734]   Function: rastr_function
  101. [2019-09-09 23:02:21,734]   Dimension: 16
  102. [2019-09-09 23:02:21,734]   Bound (0 +- val): 5.12
  103. [2019-09-09 23:02:21,734]   Mutaion func: geometric_shift
  104. [2019-09-09 23:02:21,734]   Crossing func: fuzzy
  105. [2019-09-09 23:02:21,734]   Selection func: outbreeding
  106. [2019-09-09 23:02:21,734]   Pick func: tourney
  107.  
  108. [2019-09-09 23:13:18,402]   Min f* = 6.929088414153739e-10
  109. [2019-09-09 23:13:18,402]   Min vec x: [-7.74074698e-15 -1.45812651e-10 -3.34151281e-10  1.10417104e-07
  110.  -2.23762128e-11  5.47836859e-07  1.19682671e-06 -1.03236927e-09
  111.  -4.68135085e-13 -3.37788122e-08  1.29822243e-06  2.47568660e-07
  112.  -1.81921531e-10  1.70137563e-11 -8.40499684e-09  3.13437854e-09]
  113. [2019-09-09 23:13:18,403]   Dispersion best x by x = 2.1828785893934004e-13
  114. [2019-09-09 23:13:18,403]   Mean dispersion x by x = 1.9713259871022445e-08
  115. [2019-09-09 23:13:18,403]   Mean f* = 6.257523886453953e-05
  116. [2019-09-09 23:13:18,403]   Mean t = 774.1
  117. [2019-09-09 23:13:18,403]   All t = 77410
  118. [2019-09-09 23:13:18,403]   RMS f* = 7.687798548385896e-05
  119. [2019-09-09 23:13:18,403]   RMS t = 189.99034185979033
  120.  
  121. [2019-09-09 23:17:12,493]   Function: shekell_function
  122. [2019-09-09 23:17:12,493]   Dimension: 8
  123. [2019-09-09 23:17:12,493]   Bound (0 +- val): 5.12
  124. [2019-09-09 23:17:12,494]   Mutaion func: geometric_shift
  125. [2019-09-09 23:17:12,494]   Crossing func: fuzzy
  126. [2019-09-09 23:17:12,494]   Selection func: outbreeding
  127. [2019-09-09 23:17:12,494]   Pick func: tourney
  128.  
  129. [2019-09-09 23:25:23,041]   Min f* = -59.696864440384445
  130. [2019-09-09 23:25:23,041]   Min vec x: [2.03647172 1.82494664 1.97375288 2.05654257 1.93112456 1.94978434
  131.  2.00628691 2.01106973]
  132. [2019-09-09 23:25:23,042]   Dispersion best x by x = 0.00541091773094521
  133. [2019-09-09 23:25:23,042]   Mean dispersion x by x = 1.243132316592729
  134. [2019-09-09 23:25:23,042]   Mean f* = -48.38490107546253
  135. [2019-09-09 23:25:23,042]   Mean t = 1000.0
  136. [2019-09-09 23:25:23,042]   All t = 100000
  137. [2019-09-09 23:25:23,042]   RMS f* = 3.9193963362058257
  138. [2019-09-09 23:25:23,042]   RMS t = 0.0
  139.  
  140. [2019-09-09 23:26:14,612]   Function: shekell_function
  141. [2019-09-09 23:26:14,613]   Dimension: 16
  142. [2019-09-09 23:26:14,613]   Bound (0 +- val): 5.12
  143. [2019-09-09 23:26:14,613]   Mutaion func: geometric_shift
  144. [2019-09-09 23:26:14,613]   Crossing func: fuzzy
  145. [2019-09-09 23:26:14,613]   Selection func: outbreeding
  146. [2019-09-09 23:26:14,613]   Pick func: tourney
  147.  
  148. [2019-09-09 23:40:08,006]   Min f* = -94.70306655266342
  149. [2019-09-09 23:40:08,007]   Min vec x: [ 2.09538885  1.7900333   1.9672924   0.32751798  0.82035888  0.76653453
  150.   1.88507847  2.03261174  1.94183149 -2.81125873  2.01322125  0.9984497
  151.   1.87429315  1.9214666   2.16448548  1.99191314]
  152. [2019-09-09 23:40:08,007]   Dispersion best x by x = 1.873917133823829
  153. [2019-09-09 23:40:08,007]   Mean dispersion x by x = 2.9310374653634947
  154. [2019-09-09 23:40:08,007]   Mean f* = -78.57019204400761
  155. [2019-09-09 23:40:08,007]   Mean t = 1000.0
  156. [2019-09-09 23:40:08,007]   All t = 100000
  157. [2019-09-09 23:40:08,007]   RMS f* = 6.047160398731232
  158. [2019-09-09 23:40:08,008]   RMS t = 0.0
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